no code implementations • 2 Feb 2024 • Chenyu Liu, Xinliang Zhou, Yihao Wu, Ruizhi Yang, Liming Zhai, Ziyu Jia, Yang Liu
Besides, there is neither a comprehensive review nor guidance for constructing GNNs in EEG-based emotion recognition.
1 code implementation • 11 Dec 2023 • Dong Zhao, Ruizhi Yang, Shuang Wang, Qi Zang, Yang Hu, Licheng Jiao, Nicu Sebe, Zhun Zhong
This approach formulates pseudo-labels at the connectivity level and thus can facilitate learning structured and low-noise semantics.
no code implementations • 19 Jan 2021 • Dacheng Chen, Dan Li, Xiuqin Xu, Ruizhi Yang, See-Kiong Ng
We trained our model using the publicly available dataset from 2017 PhysioNet Computing in Cardiology(CinC) Challenge containing 8528 single-lead ECG recordings of short-term heart rhythms (9-61s).
1 code implementation • 2 Oct 2019 • Zeyu Bai, Ruizhi Yang, Youzhi Liang
As for the mixed LSTM model with CNN decoder, validation accuracy of 75% and testing accuracy of 70% are obtained.